HAM10000_metadata.csv file is the main csv file that includes the data of all training images, the features of which are - 1. Lesioi. 2. d Im_idge, Dxid, Dx_type 5. Age 6. Sex 7. Localizationization
Showcasing some samples of each class of the dataset in the images below:
1.Skin diseases are found to be maximum in people aged around 45. Minimum for 10 and below. We also observe that the probability of having skin disease increases with the increase in age. 2.Skin diseases are more prominent in Men as compared to Women and other gender 3. Skin diseases are more visible on the "back" of the body and least on the "acral surfaces"(such as limbs, fingers, or ears )4T The most found disease among people is Melanocytic nevi while the least found is Dermatofibroma.